ANovel ModellingApproach for Simulating Meltpool Movement in Laser-based Additive Manufacturing

Laser-based additive manufacturing (AM) processes, such as laser powder bed fusion (LPBF), involve the application of a laser beam to selectively melt and solidify powder particles to create three-dimensional objects.These processes are characterized by the dynamic movement of the laser beam over the powder bed, resulting in different geometries.Accurately predicting the thermal behavior within and around the meltpool location during laser beam movement is crucial for optimizing process parameters, predicting material properties, and ensuring structural integrity.Considering the high temperatures involved, the temperature cannot be determined easily through typical experimental means.Thus, the simulation of the temperature development is of key importance as it needs to capture the shape and size of the meltpool and also compute a physically valid temperature distribution within it.The movement of such a meltpool is conventionally simulated via moving heat sources rely on solving transient heat conduction equations, which are computationally expensive as well as complex algorithms for the calibration and movement of such a source.The goal of this work is to showcase a novel and versatile approach for simulating meltpool movement by representing it as a quasi-stationary instantaneous heat source through the projection of temperature.The method involves projecting the temperature field of the meltpool model onto a domain as boundary conditions for a steady-state heat conduction equation in every movement step.The meltpool model chosen is calibrated from experiments and accounts for capillary flow and depth dependent absorption and thus has been already validated in previous research.This model serves as a starting point for implementing an approximation of the heat source movement to be later used for a multi-scale model where information can be upscaled from this approach.Multi-scale models can then be used to capture such fine scale information yet making a computationally feasible model for the entire LPBF process which is then planned to be continued in further publications.The projection approach shows a stable and accurate development of temperatures and is computationally comparable to directly using a source function with parallel processing and comparable to other heat source models in literature.

Publication Details

Journal
Journal of Laser Micro/Nanoengineering
Published
2025-04-01
DOI
https://doi.org/10.2961/jlmn.2025.01.2004
Primary Topic
Manufacturing Process and Optimization
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

ANovel ModellingApproach for Simulating Meltpool Movement in Laser-based Additive Manufacturing

3 links
Journal of Laser Micro/Nanoengineering
Manufacturing Process and Optimization
article

ANovel ModellingApproach for Simulating Meltpool Movement in Laser-based Additive Manufacturing

article en

Abstract

Laser-based additive manufacturing (AM) processes, such as laser powder bed fusion (LPBF), involve the application of a laser beam to selectively melt and solidify powder particles to create three-dimensional objects.These processes are characterized by the dynamic movement of the laser beam over the powder bed, resulting in different geometries.Accurately predicting the thermal behavior within and around the meltpool location during laser beam movement is crucial for optimizing process parameters, predicting material properties, and ensuring structural integrity.Considering the high temperatures involved, the temperature cannot be determined easily through typical experimental means.Thus, the simulation of the temperature development is of key importance as it needs to capture the shape and size of the meltpool and also compute a physically valid temperature distribution within it.The movement of such a meltpool is conventionally simulated via moving heat sources rely on solving transient heat conduction equations, which are computationally expensive as well as complex algorithms for the calibration and movement of such a source.The goal of this work is to showcase a novel and versatile approach for simulating meltpool movement by representing it as a quasi-stationary instantaneous heat source through the projection of temperature.The method involves projecting the temperature field of the meltpool model onto a domain as boundary conditions for a steady-state heat conduction equation in every movement step.The meltpool model chosen is calibrated from experiments and accounts for capillary flow and depth dependent absorption and thus has been already validated in previous research.This model serves as a starting point for implementing an approximation of the heat source movement to be later used for a multi-scale model where information can be upscaled from this approach.Multi-scale models can then be used to capture such fine scale information yet making a computationally feasible model for the entire LPBF process which is then planned to be continued in further publications.The projection approach shows a stable and accurate development of temperatures and is computationally comparable to directly using a source function with parallel processing and comparable to other heat source models in literature.

Journal of Laser Micro/Nanoengineering
Deutsche Forschungsgemeinschaft
Openalex Percentile: Top 91%
Manufacturing Process and Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

ANovel ModellingApproach for Simulating Meltpool Movement in Laser-based Additive Manufacturing · Journal of Laser Micro/Nanoengineering (2025) | TGRS Research Map | TGRS